Measures of Complexity: Festschrift for Alexey Chervonenkis

Measures of Complexity: Festschrift for Alexey Chervonenkis

Author
Vladimir Vovk, Harris Papadopoulos, Alexander Gammerman (eds.)
Publisher
Springer International Publishing
Language
English
Edition
1
Year
2015
Page
XXXI, 399
ISBN
978-3-319-21851-9,978-3-319-21852-6
File Type
pdf
File Size
6.7 MiB

This book brings together historical notes, reviews of research developments, fresh ideas on how to make VC (Vapnik–Chervonenkis) guarantees tighter, and new technical contributions in the areas of machine learning, statistical inference, classification, algorithmic statistics, and pattern recognition.

The contributors are leading scientists in domains such as statistics, mathematics, and theoretical computer science, and the book will be of interest to researchers and graduate students in these domains.

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